{"id":"W4414707084","doi":"10.1007/s12138-025-00723-2","title":"The Influence of Classical Texts in Western Descriptions of Egypt Between the Sixteenth and the Twentieth Centuries","year":2025,"lang":"en","type":"article","venue":"International Journal of the Classical Tradition","topic":"Historical and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Period (music); Historiography; Prosperity; The Renaissance; Colonialism; Middle Ages; Colonial period; Indus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003035934,0.0003936007,0.0003170557,0.00423027,0.005101957,0.005771325,0.0007505142,0.0007011216,0.00538204],"category_scores_gemma":[0.01091182,0.0002910968,0.00008277698,0.004715025,0.01161897,0.002552917,0.002955326,0.001801553,0.0003064028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01087834,"about_ca_system_score_gemma":0.003165078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03007196,"about_ca_topic_score_gemma":0.05426514,"domain_scores_codex":[0.9981222,0.0009304722,0.0001327404,0.0001525642,0.0003721969,0.0002897677],"domain_scores_gemma":[0.9929222,0.003734243,0.001505427,0.0002176961,0.001320162,0.0003003247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003947766,0.00003956489,0.01033586,0.0004510731,0.0000335748,0.001160385,0.8838447,0.0001125721,0.001358249,0.07820428,0.001748822,0.02231618],"study_design_scores_gemma":[0.00005853334,0.0001185735,0.1246738,0.001546103,0.0001164843,0.0009822376,0.6760408,0.0002878979,0.003182478,0.008012486,0.1848891,0.00009154167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8924193,0.006614372,0.0002370495,0.00302474,0.0001660103,0.00001649577,0.0001371461,0.00001179893,0.09737327],"genre_scores_gemma":[0.9953259,0.001022171,0.00006088867,0.0001147717,0.00005178704,0.000003471309,0.00003198486,0.00001406048,0.003374909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03007196,"threshold_uncertainty_score":0.07892823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571386999681075,"score_gpt":0.3111547300843586,"score_spread":0.2854408600875479,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}